Luka's blog

Porting V-JEPA 2.1 to MLX

Fri, 24 Apr 2026 00:00:00 +0000

I ported the V-JEPA 2.1 encoder to MLX, verified output parity against the upstream PyTorch checkpoints, and benchmarked the result on Apple silicon.

Can Cyrillic survive the age of AI?

Mon, 07 Apr 2025 18:24:19 +0200

As we become increasingly dependent on AI, an important question arises: Will this dependency help smaller languages and alphabets survive, or will it hasten their path toward oblivion? Will AGI ever speak Serbian?

As Serbian language can be written using two different alphabets, which one will the LLMs think in? It’s a tough question, and in this blog post I’ll try to explore LLM’s knowledge of both alphabets and the implications it has on current writing patterns and data availability.

About

Mon, 01 Jan 0001 00:00:00 +0000

My name is Luka Šećerović, and I’m an ML engineer. Here I write about my projects. The blog is still early, but there’s a lot more coming.

TL;DR: I’ve spent 7 professional years building software and ML systems at Microsoft and a couple of startups, and most of that work is closed source. I always wanted to do more open source work and share it with the world, so this blog is where I’ll do more of that and write about what I learn along the way.